What If Prediction 
Definition
The What If Prediction web item enables you to
perform online prediction for a single customer record on models defined
under services such as Decision Tree, Scoring and Clustering. For more details, see 
Executing What If
Prediction Analysis and Using What If
Prediction in Web Applications.
Use
The prediction for prospective customer behavior is based on specific attributes of that customer. For example, when a customer applies for a loan, you can predict if the customer is creditworthy or not, based on certain attributes such as income, profession or transaction history.
Structure
The What If Prediction web item has the following specific attributes:
Attributes |
Description |
MODEL_NAME (optional) |
Name of the mining model The name of the model that would be used to perform the prediction.
If you do not enter a model name, a drop down box containing the names of all the models that are ready for prediction in the selected service would appear in the web item.
If you specify a model name, but do not specify the corresponding service name to which it belongs, an error will be generated.
|
SERVICE_NAME (optional) |
Name of the service The name of the service for the web item.
If you do not enter the service name, you can choose the service from a drop down box containing the list of services that support What If Prediction.
If you specify the service name and the model name, then the web item will be for that particular service and model only.
If you specify the service name but do not specify the model name, then the web item will be published for that service. You can choose the name of the model from the drop down box.
|
DISPLAY_MODEL"X" = Yes, " " = No |
Display Model NameSpecifies whether the model name should be displayed in the web item. This option is relevant only if you have specified the model name. Otherwise, it will not have any effect.
|
DISPLAY_SERVICE"X" = Yes, " " = No |
Display Service Name Specifies whether the service name should be displayed in the web item. This option is relevant only if you have specified the service name. |
Display Chart Customize Specifies whether the option to customize the what if prediction analysis chart must be displayed or not. |